Machine Learning Based Optimization of Laser-Plasma Accelerators
English | 2025 | ISBN: 303188082X | 270 Pages | PDF EPUB (True) | 31 MB
English | 2025 | ISBN: 303188082X | 270 Pages | PDF EPUB (True) | 31 MB
This book explores the application of machine learning-based methods, particularly Bayesian optimization, within the realm of laser-plasma accelerators. The book involves the implementation of Bayesian optimization to fine tune the parameters of the lux accelerator, encompassing simulations and real-time experimentation.